adloop

概述

AdLoop 是一个专注于 Google Ads 和 Google Analytics 4 (GA4) 管理的全面 MCP 服务器。它提供 43 个工具，涵盖诊断、GA4 读取、Google Ads 读取、交叉引用、跟踪验证、规划和 Google Ads 写入操作。该服务器包含安全机制，如两步写入、预算上限、审计日志以及新活动的自动暂停。它基于实际使用场景构建，并包含编排规则，教导 AI 如何有效组合这些工具。

试试问 AI

装完之后，这里有 5 个你可以让 AI 做的事：

• health_check

  Test OAuth, GA4, and Ads connectivity in one call

  试试:Check my connection to Google Ads and GA4试试:Are all my API connections working?
• run_ga4_report

  Generate custom reports for sessions, users, conversions, and page performance

  试试:Show me website sessions and conversions for last week试试:What was our bounce rate for product pages this month?
• get_campaign_performance

  Get campaign metrics including impressions, clicks, cost, and conversions

  试试:How did my summer campaign perform last month?试试:Which campaigns had the highest CPA?
• get_search_terms

  Get actual search queries that triggered ads before clicks

  试试:Show me the search terms that triggered my ads last week试试:Find irrelevant search terms that wasted my budget
• analyze_campaign_conversions

  Map Ads clicks to GA4 sessions to diagnose conversion gaps

  试试:Why did conversions drop on my campaign last week?试试:Compare paid vs organic conversion rates
• validate_tracking

  Compare event names in codebase vs what GA4 actually records

  试试:Check if my purchase events are reaching GA4试试:Find tracking events that aren't firing properly
• draft_campaign

  Create a new campaign structure with budget, ad groups, and keywords

  试试:Create a new search campaign for shoes with $50 daily budget试试:Draft a campaign targeting running shoes with manual CPC
• draft_responsive_search_ad

  Create a responsive search ad with headlines and descriptions

  试试:Create an ad for summer running shoes with 3 headlines and 2 descriptions试试:Draft an ad for our new hiking shoe collection
• add_negative_keywords

  Add negative keywords to prevent showing ads for irrelevant searches

  试试:Add 'free' as negative keyword to my shoe campaign试试:Block searches for used shoes in my new shoe campaign
• discover_keywords

  Find new keyword ideas using Google Ads Keyword Planner

  试试:Find keywords related to running shoes试试:Suggest keywords based on competitor website example.com
• estimate_budget

  Forecast clicks and cost for keywords using Keyword Planner

  试试:Estimate budget for 100 keywords for running shoes in US试试:How much would it cost to target 50 high-intent keywords?
• landing_page_analysis

  Analyze landing page performance joining ad URLs with GA4 data

  试试:Which landing pages get clicks but no conversions?试试:Show me pages with high bounce rates from paid traffic

可对比工具

安装

{
  "mcpServers": {
    "adloop": {
      "command": "python",
      "args": ["-m", "adloop"],
      "env": {}
    }
  }
}

FAQ

AdLoop 包含哪些安全功能？

AdLoop 包含两步写入、预算上限、审计日志、新活动自动暂停以及 GDPR 意识。它还阻止有害的组合，如广泛匹配 + 手动 CPC 出价。

我可以在 Claude 之外的 AI 助手上使用 AdLoop 吗？

AdLoop 是与任何 MCP 客户端兼容的 MCP 服务器，但提供的配置示例专门针对 Claude Desktop。

adloop 对比